{"id":"W4308639401","doi":"10.1002/jdd.13122","title":"Stressors and mental health impacts of COVID‐19 in dental students: A scoping review","year":2022,"lang":"en","type":"review","venue":"Journal of Dental Education","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"PsycINFO; CINAHL; Mental health; Stressor; Pandemic; MEDLINE; Context (archaeology); Anxiety; Psychology; Medicine; Coronavirus disease 2019 (COVID-19); Medical education; Clinical psychology; Psychiatry; Psychological intervention","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002641757,0.0003731803,0.001906946,0.0009330072,0.0001818371,0.00013415,0.0008190839,0.0001140054,0.001880977],"category_scores_gemma":[0.002104917,0.0003340537,0.0005753782,0.0007956005,0.00009353699,0.0004368181,0.0004339846,0.001037161,0.00003170369],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003864947,"about_ca_system_score_gemma":0.009915914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001169458,"about_ca_topic_score_gemma":0.001648057,"domain_scores_codex":[0.9938574,0.001279231,0.002256555,0.0003559256,0.001844827,0.0004060754],"domain_scores_gemma":[0.9947076,0.0004156058,0.003604423,0.0002970784,0.0000620914,0.0009132417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001587969,0.002299143,0.01769499,0.3354871,0.000374855,0.0002174617,0.0007582135,6.317935e-7,0.000001427287,0.00002510784,0.0226421,0.6203402],"study_design_scores_gemma":[0.002856432,0.001163073,0.001850927,0.6405802,0.000611495,0.0116919,0.009072478,5.178467e-7,0.000001942042,0.00008435729,0.3314198,0.0006669217],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01502127,0.9812309,0.000002079538,0.00007155132,0.001432092,0.001938433,0.0002409985,0.000006528259,0.00005621691],"genre_scores_gemma":[0.0008830045,0.997924,0.0000351942,0.0004596528,0.0001242422,0.00006854631,0.0002160066,0.00004545674,0.0002438611],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6196733,"threshold_uncertainty_score":0.9999591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0887375298974396,"score_gpt":0.5408507507038007,"score_spread":0.4521132208063611,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}